Public recordModerate
Software health reportschema 0.12.0 · metrics 1.13.0 · 2026-07-17 19:07 UTC
mikumifa / biliTickerBuy
b站会员购购票辅助工具
mikumifa/biliTickerBuy holds a health index of 69 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (89/100) and lowest on AI Readiness (35/100). It was last updated 10 days ago. A single contributor accounts for most of its recent work.
69
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
69
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
Ownership
Qizhuo XiePersonal account
595 followers34 public repossince Feb 2022Nanjing University
This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish | Tags |
|---|---|---|---|---|---|---|
| PyPI | bilitickerbuy | 2.15.16 | - | 25 | 13 days ago | bilibiliticketscligradioautomation |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
76
Development activity
67Moderate
How it's scored
| 28.8/36 | Push recency — last push 10 days ago |
| 10.4/36 | Commit cadence — 15/52 weeks with commits |
| 18/18 | Commit volume — 291 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 13 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 291 |
| human_commit_share | — |
| days_since_last_push | 10 |
| active_weeks_last_year | 15 |
Release discipline
90Excellent
How it's scored
| 27/27 | Ships releases — 85 releases published |
| 36/36 | Release recency — latest release 13 days ago |
| 27/27 | Release cadence — a release every ~1.8 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Inputs used
| releases_count | 85 |
| latest_release_tag | v2.15.16 |
| releases_from_tags | no |
| days_since_latest_release | 13 |
| mean_days_between_releases | 1.8 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
70
Popularity & adoption
87Excellent
How it's scored
| 58.7/60 | Stars — 4,144 stars |
| 22.6/25 | Forks — 519 forks |
| 5.8/15 | Watchers — 12 watchers |
Inputs used
| forks | 519 |
| stars | 4,144 |
| watchers | 12 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
51Moderate
How it's scored
| 22.5/22.5 | README |
| 16.9/22.5 | License — license file present, not a recognized license |
| 0/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 6.3/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | yes |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
68
Maintainer resilience (bus factor)
37At risk
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 4.9/22.5 | Commit distribution — top contributor authored 78% of commits |
| 13.5/13.5 | Contributor breadth — 43 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 7 contributing companies or organizations |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 43 |
| top_contributor_share | 0.78 |
How it's scored
| 45/46.8 | Issue resolution — 96% of issues closed |
| 31.9/38.3 | PR acceptance — 116/139 decided PRs merged |
| 6/15 | OpenSSF Scorecard: Code-Review — Found 10/21 approved changesets -- score normalized to 4 |
Inputs used
| merged_prs | 116 |
| open_issues | 10 |
| closed_issues | 254 |
| issue_closed_ratio | 0.962 |
| closed_unmerged_prs | 23 |
Ownership & stewardship
63Moderate
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 20/25 | Owner reach — 595 followers of mikumifa |
| 20.1/25 | Track record — 34 public repos, account ~4 yr old |
Inputs used
| followers | 595 |
| owner_type | User |
| is_verified | — |
| owner_login | mikumifa |
| public_repos | 34 |
| account_age_days | 1,610 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 35/35 | Publish recency — latest publish 13 days ago |
| 20/20 | Version history — 25 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | bilitickerbuy |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 13 |
Engineering Quality
Are baseline engineering and documentation practices in place?
89
Engineering practices
82Good
How it's scored
| 24/24 | CI workflows — 5 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config |
| 9.6/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 8/20 | OpenSSF Scorecard: CI-Tests — 5 out of 11 merged PRs checked by a CI test -- score normalized to 4 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | yes |
Documentation
100Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://github.com/mikumifa/biliTickerBuy |
| 10/10 | Repository description |
| 10/10 | Topics — 4 topics |
| 10/10 | Wiki |
Inputs used
| topics | bilibili, bilibili-api, manga, tickets |
| has_wiki | yes |
| homepage | https://github.com/mikumifa/biliTickerBuy |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
37
Security posture
37At risk
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 1/2.5 | CI-Tests — 5 out of 11 merged PRs checked by a CI test -- score normalized to 4 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 3/7.5 | Code-Review — Found 10/21 approved changesets -- score normalized to 4 |
| 2.5/2.5 | Contributors — project has 7 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.2/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 13 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 18 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 3.7 |
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.
35
Agent context & guidance
1Critical
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 0/40 | Legible commit history — no data |
Inputs used
| has_llms_txt | no |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
Verify loop (build / test / typecheck)
52Moderate
How it's scored
| 0/18 | One-command bootstrap |
| 22/22 | Automated tests |
| 11/11 | Lint / format config |
| 0/11 | Static type checking |
| 10/10 | Reproducible environment — Dockerfile, lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 0/8 | Automated maintenance — no data |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | uv.lock |
| has_dockerfile | yes |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.
Code legibility for models
55Moderate
How it's scored
| 0/45 | Type-checkable code — Python without a type-check config |
| 55/55 | Manageable file sizes — 0/86 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 48,521 |
| source_files_sampled | 86 |
| oversized_source_files | 0 |
Machine-readable interfaces
40At risk
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP server |
| 40/40 | Runnable examples — demos |
Inputs used
| example_dirs | demos |
| has_mcp_signal | no |
| api_schema_files | — |
Key facts
4,144GitHub stars
43contributors
291commits, last 12 months
10days since last push
85releases
1bus factor
10open issues
PyPIpackage ecosystems
More detail
OpenSSF Scorecard 3.7 / 10
3.7aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 4 | CI-Tests | 5 out of 11 merged PRs checked by a CI test -- score normalized to 4 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 4 | Code-Review | Found 10/21 approved changesets -- score normalized to 4 |
| 10 | Contributors | project has 7 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 9 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 13 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 18 existing vulnerabilities detected |
Direct dependencies 20
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | httpx | >=0.28.1 | pyproject.toml |
| PyPI | loguru | ~=0.7.2 | pyproject.toml |
| PyPI | ntplib | ~=0.4.0 | pyproject.toml |
| PyPI | packaging | >=23.2 | pyproject.toml |
| PyPI | numpy | ~=1.26.4 | pyproject.toml |
| PyPI | playsound3 | ~=3.2.2 | pyproject.toml |
| PyPI | pydantic | ~=2.8.2 | pyproject.toml |
| PyPI | qrcode | >=7.4.2 | pyproject.toml |
| PyPI | requests | ~=2.31.0 | pyproject.toml |
| PyPI | retry | ~=0.9.2 | pyproject.toml |
| PyPI | setuptools | ~=65.5.1 | pyproject.toml |
| PyPI | tinydb | ~=4.8.0 | pyproject.toml |
| PyPI | Pillow | ~=10.3.0 | pyproject.toml |
| PyPI | jinja2 | >=3.1.6 | pyproject.toml |
| PyPI | pytest | >=9.0.3 | pyproject.toml |
| PyPI | textual | >=8.2.7 | pyproject.toml |
| PyPI | rich | >=15.0.0 | pyproject.toml |
| PyPI | tyro | >=0.9.28 | pyproject.toml |
| PyPI | gradio | >=6.19.0 | pyproject.toml |
| PyPI | cryptography | ~=48.0.0 | pyproject.toml |
All dependencies 114
Full resolved dependency set from the GitHub dependency graph: 39 direct and 75 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | cryptography | — | direct |
| PyPI | cryptography | 48.0.1 | direct |
| PyPI | gradio | — | direct |
| PyPI | gradio | 6.19.0 | direct |
| PyPI | httpx | — | direct |
| PyPI | httpx | 0.28.1 | direct |
| PyPI | jinja2 | — | direct |
| PyPI | jinja2 | 3.1.6 | direct |
| PyPI | loguru | — | direct |
| PyPI | loguru | 0.7.3 | direct |
| PyPI | ntplib | — | direct |
| PyPI | ntplib | 0.4.0 | direct |
| PyPI | numpy | — | direct |
| PyPI | numpy | 1.26.4 | direct |
| PyPI | packaging | — | direct |
| PyPI | packaging | 26.2 | direct |
| PyPI | pillow | — | direct |
| PyPI | pillow | 10.3.0 | direct |
| PyPI | playsound3 | — | direct |
| PyPI | playsound3 | 3.2.8 | direct |
| PyPI | pydantic | — | direct |
| PyPI | pydantic | 2.8.2 | direct |
| PyPI | pytest | 9.1.0 | direct |
| PyPI | qrcode | — | direct |
| PyPI | qrcode | 8.2 | direct |
| PyPI | requests | — | direct |
| PyPI | requests | 2.31.0 | direct |
| PyPI | retry | — | direct |
| PyPI | retry | 0.9.2 | direct |
| PyPI | rich | — | direct |
| PyPI | rich | 15.0.0 | direct |
| PyPI | setuptools | — | direct |
| PyPI | setuptools | 65.5.1 | direct |
| PyPI | textual | — | direct |
| PyPI | textual | 8.2.7 | direct |
| PyPI | tinydb | — | direct |
| PyPI | tinydb | 4.8.2 | direct |
| PyPI | tyro | — | direct |
| PyPI | tyro | 1.0.14 | direct |
| PyPI | annotated-doc | 0.0.4 | indirect |
| PyPI | annotated-types | 0.7.0 | indirect |
| PyPI | anyio | 4.14.0 | indirect |
| PyPI | audioop-lts | 0.2.2 | indirect |
| PyPI | bilitickerbuy | 2.15.16 | indirect |
| PyPI | brotli | 1.2.0 | indirect |
| PyPI | brotlicffi | 1.2.0.1 | indirect |
| PyPI | certifi | 2026.6.17 | indirect |
| PyPI | cffi | 2.0.0 | indirect |
| PyPI | cfgv | 3.5.0 | indirect |
| PyPI | charset-normalizer | 3.4.7 | indirect |
| PyPI | click | 8.4.1 | indirect |
| PyPI | colorama | 0.4.6 | indirect |
| PyPI | decorator | 5.3.1 | indirect |
| PyPI | distlib | 0.4.3 | indirect |
| PyPI | docstring-parser | 0.18.0 | indirect |
| PyPI | fastapi | 0.135.1 | indirect |
| PyPI | filelock | 3.29.4 | indirect |
| PyPI | fsspec | 2026.6.0 | indirect |
| PyPI | gradio-client | 2.5.0 | indirect |
| PyPI | groovy | 0.1.2 | indirect |
| PyPI | h11 | 0.16.0 | indirect |
| PyPI | h2 | 4.3.0 | indirect |
| PyPI | hf-gradio | 0.4.1 | indirect |
| PyPI | hf-xet | 1.5.1 | indirect |
| PyPI | hpack | 4.1.0 | indirect |
| PyPI | httpcore | 1.0.9 | indirect |
| PyPI | huggingface-hub | 1.19.0 | indirect |
| PyPI | hyperframe | 6.1.0 | indirect |
| PyPI | identify | 2.6.19 | indirect |
| PyPI | idna | 3.18 | indirect |
| PyPI | iniconfig | 2.3.0 | indirect |
| PyPI | linkify-it-py | 2.1.0 | indirect |
| PyPI | markdown-it-py | 4.2.0 | indirect |
| PyPI | markupsafe | 3.0.3 | indirect |
| PyPI | mdit-py-plugins | 0.6.1 | indirect |
| PyPI | mdurl | 0.1.2 | indirect |
| PyPI | nodeenv | 1.10.0 | indirect |
| PyPI | orjson | 3.11.9 | indirect |
| PyPI | pandas | 2.3.3 | indirect |
| PyPI | pandas | 3.0.3 | indirect |
| PyPI | platformdirs | 4.10.0 | indirect |
| PyPI | pluggy | 1.6.0 | indirect |
| PyPI | pre-commit | 4.6.0 | indirect |
| PyPI | py | 1.11.0 | indirect |
| PyPI | pycparser | 3.0 | indirect |
| PyPI | pydantic-core | 2.20.1 | indirect |
| PyPI | pydub | 0.25.1 | indirect |
| PyPI | pygments | 2.20.0 | indirect |
| PyPI | pysocks | 1.7.1 | indirect |
| PyPI | python-dateutil | 2.9.0.post0 | indirect |
| PyPI | python-discovery | 1.4.2 | indirect |
| PyPI | python-multipart | 0.0.32 | indirect |
| PyPI | pytz | 2026.2 | indirect |
| PyPI | pywin32 | 312 | indirect |
| PyPI | pyyaml | 6.0.3 | indirect |
| PyPI | safehttpx | 0.1.7 | indirect |
| PyPI | semantic-version | 2.10.0 | indirect |
| PyPI | shellingham | 1.5.4 | indirect |
| PyPI | six | 1.17.0 | indirect |
| PyPI | socksio | 1.0.0 | indirect |
| PyPI | starlette | 1.3.1 | indirect |
| PyPI | tomlkit | 0.14.0 | indirect |
| PyPI | tqdm | 4.68.3 | indirect |
| PyPI | typeguard | 4.5.2 | indirect |
| PyPI | typer | 0.25.1 | indirect |
| PyPI | typing-extensions | 4.15.0 | indirect |
| PyPI | typing-inspection | 0.4.2 | indirect |
| PyPI | tzdata | 2026.2 | indirect |
| PyPI | uc-micro-py | 2.0.0 | indirect |
| PyPI | urllib3 | 2.7.0 | indirect |
| PyPI | uvicorn | 0.49.0 | indirect |
| PyPI | virtualenv | 21.5.1 | indirect |
| PyPI | win32-setctime | 1.2.0 | indirect |
| PyPI | zstandard | 0.25.0 | indirect |
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [
"bilibili",
"bilibili-api",
"manga",
"tickets"
],
"is_fork": false,
"size_kb": 225200,
"has_wiki": true,
"homepage": "https://github.com/mikumifa/biliTickerBuy",
"languages": {
"CSS": 44451,
"Shell": 23859,
"Python": 675048,
"Batchfile": 9798,
"Dockerfile": 1125
},
"pushed_at": "2026-07-07T17:01:19Z",
"created_at": "2023-04-23T10:58:58Z",
"owner_type": "User",
"updated_at": "2026-07-17T17:02:18Z",
"description": "b站会员购购票辅助工具",
"is_archived": false,
"is_disabled": false,
"license_spdx": null,
"default_branch": "main",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": null,
"name": "Qizhuo Xie",
"type": "User",
"login": "mikumifa",
"company": "Nanjing University",
"location": "Nanjing",
"followers": 595,
"avatar_url": "https://avatars.githubusercontent.com/u/99951454?v=4",
"created_at": "2022-02-18T07:34:29Z",
"is_verified": null,
"public_repos": 34,
"account_age_days": 1610
},
"activity": {
"releases_count": 85,
"commits_last_year": 291,
"latest_release_at": "2026-07-04T10:54:06Z",
"latest_release_tag": "v2.15.16",
"releases_from_tags": false,
"days_since_last_push": 10,
"active_weeks_last_year": 15,
"days_since_latest_release": 13,
"mean_days_between_releases": 1.8
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": false,
"health_percentage": 57,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": true
},
"ecosystem": {
"packages": [
{
"name": "bilitickerbuy",
"exists": true,
"license": null,
"keywords": [
"bilibili",
"tickets",
"cli",
"gradio",
"automation",
"Development Status :: 4 - Beta",
"Environment :: Console",
"Environment :: Web Environment",
"Intended Audience :: End Users/Desktop",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/bilitickerbuy/",
"is_deprecated": false,
"latest_version": "2.15.16",
"repository_url": "https://github.com/mikumifa/biliTickerBuy",
"versions_count": 25,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": "2025-12-22T10:43:19.051420Z",
"latest_published_at": "2026-07-04T10:54:38.606087Z",
"latest_version_yanked": null,
"days_since_latest_publish": 13
}
]
},
"popularity": {
"forks": 519,
"stars": 4144,
"watchers": 12,
"open_issues_and_prs": 15
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"demos"
],
"has_llms_txt": false,
"has_dockerfile": true,
"has_mcp_signal": false,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"largest_source_bytes": 48521,
"source_files_sampled": 86,
"oversized_source_files": 0,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"pyproject.toml",
"requirements.txt"
],
"ecosystems": [
"pypi"
],
"dependencies": [
{
"name": "httpx",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.28.1"
},
{
"name": "loguru",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "~=0.7.2"
},
{
"name": "ntplib",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "~=0.4.0"
},
{
"name": "packaging",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=23.2"
},
{
"name": "numpy",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "~=1.26.4"
},
{
"name": "playsound3",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "~=3.2.2"
},
{
"name": "pydantic",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "~=2.8.2"
},
{
"name": "qrcode",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=7.4.2"
},
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},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "18 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 7
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "at_risk",
"name": "AI Readiness",
"value": 35,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice",
"automated_maintenance"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 52,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": null
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 11,
"status": "met",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile, lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 48521,
"source_files_sampled": 86,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/86 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 86,
"oversized": 0
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"demos"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "demos",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "demos"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [],
"report_type": "repository",
"generated_at": "2026-07-17T19:07:04.596820Z",
"schema_version": "0.12.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/mikumifa/biliTickerBuy.svg",
"full_name": "mikumifa/biliTickerBuy",
"license_state": "custom",
"license_spdx": null
}Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.12.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.